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Yyyyyy x. yyyyyy

San Jose, CA xxx-xxx-xxxx


Business & Data Analysis

Data Preparation & Manipulation ~ Business Process Analysis ~ Project Management

Team Facilitation

Visual Modeling

Business Process Models

Critical Thinking

Concise Documentation

Technical Skills

Cross-Team Collaboration

Energetic and self-motivated recent graduate of Business Analytics and Finance, with business process analysis and largescale project experience.

Strong quantitative, analytical, and writing skills, with demonstrated experience maintaining weekly project updates, tracking progress, and communicating all data results to senior management.

In-depth knowledge and comfort with MS Excel formulas and spreadsheet optimization, and familiarity with data-oriented language, including VBA and SQL.

Accomplished communicator and team player skilled in building and strengthening relationships.

Professional Experience


Team Member, Group Project

Integral participant in conducting data and business analysis for a non-profit membership corporation with a mission to advance the interests and welfare of the university by procuring private support. Gathered and managed a comprehensive set of donor data utilized in strategic analysis to capture more high paying donors.

      Targeted Analysis: Delivered specific descriptions and characteristics of potential major donors for the University of Iowa foundation.

      Data Manipulation: Gained strong experience manipulating data using R, such as casting rows into new columns with the goal of eradicating all duplicated information.

      Evaluation: Utilized R to observe predictive models such as the Decision Tree, to assess the information gain of diverse variables.

      Data Cleaning: Completed data cleaning using R and Tableau for dataset with size of 120 thousand rows and eight thousand columns.

HOTWIRE.COM TRAVEL DEALS Iowa City, IA 4/2006-05/2016

Team Member, Group Project

Obtained large scale data in XML format using GET function in Oracle and APEX and conducted basic level analysis for discount travel website.

      Data Preparation: Acquired multiple PI keys from developer sites, checked for data accuracy, entered data into the computer, transformed data and developed and documented database structure that integrated the different measures.

      Visual Modeling: Created and presented charts and graphs utilizing APEX application builder.

Additional Experience

Marketing Assistant, Join-Group

Administration and Sales Representative, China Galaxy Securities

Education and Certifications


Bachelor of Business in Analytics & Finance












Dear [Hiring Manager, Recruiter, Recruiting Team]


As a recent graduate of Business Analytics and Finance and a proven background in performing data analysis for largescale projects, it is with great excitement that I submit my resume for consideration to become a member of your team. In addition to my formal education and training, I have acquired strong knowledge of business process analysis and preparing and manipulating data makes me an excellent match for the unique demands of the [Job Title] you have advertised on [Site].


In both my academic career and professional experience, I have been successful in producing positive results. Please review the following examples from my resume, which outline the many strengths I can leverage to advance [Organization] s mission.

  • Exceptional Analytical, writing, and quantitative skills.
  • Strong proficiency in MS Excel, SQL, VBA, and visual modelling programs.
  • In-depth knowledge of data preparation and manipulation.


My resume provides further detail on my talent for team collaboration and passion for problem solving; it is my goal to apply these skills to the progress of a growing company. I look forward to setting up a meeting to discuss in greater detail how I can benefit your organization. In the interim, thank you for reviewing this letter and the attached material.


Sincerely yours,




Yyyyyy x. yyyyyy




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